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PP Prashant Pandey
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Long-form tutorials and notes on machine learning for medicine, deep learning and research computing.

  • Jul 7, 2021

    A Complete Guide for using Compute Canada for Deep Learning!

    This will be an in-depth and hopefully complete tutorial on how to use Compute Canada in the most efficient and productive way possible for your deep learning experiments! Please send me a message if there is anything you would like me to …

    34 min read
    • Compute Canada
    • Deep Learning
    • GPU
    • Machine Learning
  • Mar 22, 2021

    AI in Medicine Part 3: Decision Trees, Cross-validation, and Neural Networks!

    Welcome to the third and final tutorial in the AI in Medicine series! I strongly recommend going over part 1 and 2 before starting this tutorial. Today we will be diving into some more advanced concepts in machine learning:

    15 min read
    • Machine Learning
    • AI
    • Tutorial
    • Medicine
  • Mar 19, 2021

    AI in Medicine Part 2: First Steps in Machine Learning

    Welcome to the second programming tutorial for the AI in Medicine series! If you haven’t seen the first part, which covers some basics of scientific programming in Python, click here In this tutorial, we will be diving into some basic …

    14 min read
    • Machine Learning
    • AI
    • Tutorial
    • Medicine
  • Mar 18, 2021

    AI in Medicine Part 1: Introduction to Scientific Programming in Python

    Welcome to the first part in this tutorial series introducing AI (machine learning) for medicine! These tutorials were initially made to go along with the the AI in Medicine workshop series, hosted by UBC and Queens medical school, so feel …

    14 min read
    • Machine Learning
    • AI
    • Tutorial
    • Medicine

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Prashant Pandey

Engineer building image-guided surgical technology, with a research background in ultrasound, surgical navigation and medical deep learning.

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